杨美佳

讲师

讲师
信息与计算科学系
myang@ustb.edu.cn

  • 所在梯队:运筹与控制研究
  • 办公地点:理学楼114
  • 研究领域:非凸二次优化,全局优化

教育经历

2014.09-2020.07 北京航空航天大学,数学科学学院,硕博连读
2018.09-2019.09 美国北卡罗来纳州立大学,工业工程系,联合培养
2010.09-2014.07 中央民族大学,理学院,学士学位

工作经历

2020.07—至今 beat365,教师博士后

科研业绩

科研项目
1. 中国博士后科学基金,非二次S引理的理论与应用,2020.11-2022.11,8万,主持
2. 中央高校基本科研业务费,非凸非二次优化问题的择一性定理及其应用,2020.12-2022.12,10万,主持
3. 国家自然科学基金青年科学基金,一致与偏一致非凸二次优化问题的理论与算法,2022.1-2024.12,30万,主持

论文成果
1. M. Yang, J. Zheng, Y. Xia*: On the generalized trace ratio problem. Optimization.
DOI: 10.1080/02331934.2022.2072218, 2022
2. M. Yang, S. Wang, Y. Xia*: Toward Nonquadratic S-Lemma: New Theory and Application in Nonconvex Optimization. J. Optim. Theory Appl. 194:353–363, 2022
3. Y. Xia, M. Yang, S. Wang*: Chebyshev Center of the Intersection of Balls: Complexity, Relaxation and Approximation. Mathematical Programming. 187:287-315, 2021
4. M. Yang, Y. Xia*: On Lagrangian duality gap of quadratic fractional programming with a two-sided quadratic constraint. Optimization Letters, 14, 569–578, 2020
5. X. Cen, Y. Xia*, M. Yang: Semidefinite relaxation for the total least squares problem with Tikhonov-like regularization. Optimization. 70(2), 1-18, 2020
6. Y. Xia, L. Wang, M. Yang*: A fast algorithm for globally solving Tikhonov regularized total least squares problem. Journal of Global Optimization. 73(2), 311-330, 2019 (通讯作者)
7. Y. Liu, K. Guo*, M. Yang: Convergence study on the logarithmic-quadratic proximal regularization of strictly contractive Peaceman-Rachford splitting method with larger step-size. International Journal of Computer Mathematics. 97(8), 1-23, 2019
8. M. Yang, Y. Xia*, J. Wang, J. Peng: Efficiently solving total least squares with Tikhonov identical regularization. Computational Optimization and Applications, 70(2), 571-592, 2018
9. Mei-Jia Yang, Yong Xia*, Hui-Min Zou, On linearization techniques for budget-constrained binary quadratic programming problems, Operations Research Letters, 44(6), 702-705, 2016

获得奖励

北京航空航天大学优秀博士学位论文(2021);北京航空航天大学优秀毕业生(2020);博士研究生国家奖学金(2018);中国运筹学会数学规划分会研究生论坛优秀成果奖(2016);北京市优秀毕业生(2014);北京市三好学生(2013)

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